basemodeltype basemodelfile newmodelfile lr fit_type epoch orig_metric retrain_metric orig_most_confused fig_base_toplosses fig_base_confmat fig_train_confmat fig_orig_lrfind last_train_loss last_val_loss last_val_metric fig_train_lr fig_train_losses fig_train_metrics
0 resnet18 basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr3e-05 0.00003 onecycle 10 0.14682 0.086265 [(yorkshire_terrier, Abyssinian, 86), (Abyssinian, yorkshire_terrier, 75), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.100715 0.294983 0.086265
1 resnet18 basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr5e-05 0.00005 onecycle 10 0.14682 0.086265 [(yorkshire_terrier, Abyssinian, 86), (Abyssinian, yorkshire_terrier, 75), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.081323 0.296509 0.086265
2 resnet18 basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0001 0.00010 onecycle 10 0.14682 0.084912 [(yorkshire_terrier, Abyssinian, 86), (Abyssinian, yorkshire_terrier, 75), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.055578 0.295233 0.084912
3 resnet18 basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0003 0.00030 onecycle 10 0.14682 0.090325 [(yorkshire_terrier, Abyssinian, 86), (Abyssinian, yorkshire_terrier, 75), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.055376 0.337496 0.090325
4 resnet18 basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0005 0.00050 onecycle 10 0.14682 0.097429 [(yorkshire_terrier, Abyssinian, 86), (Abyssinian, yorkshire_terrier, 75), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.065565 0.361383 0.097429
5 resnet18 basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr3e-05 0.00003 onecycle 20 0.14682 0.081191 [(yorkshire_terrier, Abyssinian, 86), (Abyssinian, yorkshire_terrier, 75), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.060204 0.276326 0.081191
6 resnet18 basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr5e-05 0.00005 onecycle 20 0.14682 0.082882 [(yorkshire_terrier, Abyssinian, 86), (Abyssinian, yorkshire_terrier, 75), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.039992 0.280862 0.082882
7 resnet18 basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0001 0.00010 onecycle 20 0.14682 0.082544 [(yorkshire_terrier, Abyssinian, 86), (Abyssinian, yorkshire_terrier, 75), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.024902 0.305950 0.082544
8 resnet18 basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0003 0.00030 onecycle 20 0.14682 0.090325 [(yorkshire_terrier, Abyssinian, 86), (Abyssinian, yorkshire_terrier, 75), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.021200 0.368502 0.090325
9 resnet18 basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain basetrain-res18-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0005 0.00050 onecycle 20 0.14682 0.092016 [(yorkshire_terrier, Abyssinian, 86), (Abyssinian, yorkshire_terrier, 75), (Ragdoll, Birman, 12), (american_pit_bull_terrier, staffordshire_bull_terrier, 12)] 0.022504 0.383661 0.092016